Wi-Fi Fingerprinting using SVM Classification and Regression.
Rui ZhouYiming HuangZhiqiang LiPublished in: Ad Hoc Sens. Wirel. Networks (2016)
Keyphrases
- svm classification
- wifi
- support vector
- support vector machine
- mobile devices
- wireless networks
- end to end
- support vector machine svm
- wireless communication
- classification accuracy
- smart phones
- location information
- image classification
- kernel function
- svm classifier
- model selection
- urban environments
- ad hoc networks
- multiclass classification
- classification method
- cross validation
- network architecture
- mobile phone
- smart home
- smart card
- feature selection
- mobile applications
- machine learning
- fuzzy clustering
- multi class
- hyperplane
- data sets
- training samples
- computer simulation
- mobile networks
- feature extraction
- data analysis
- training set
- feature space